Grace-Henke-Portfolio

Welcome to my Hockey Data Analysis Portfolio!

Contents

Machine Learning Projects

hockey-xg-model: MoneyPuck Shot data used to create a xG model, then compared with Moneypucks xG model analyzed in a Juypter Notebook

Tracking Projects

player-tracking-analysis: Big Data Bowl 2021 player tracking data to analyze player movements and gain skills in working with time series data

Lines Specific Analysis

line-combo-analysis: MoneyPuck data to analyze current 2025-2026 playoff leaders top lines [March 16th 2026 Playoff Odds]

Pythagorean Expectation Projects

pythagorean-exp-01: MoneyPuck data to then follow Stapled To The Bench’s Hockey Pythagoras Estimate Method.